In the September 2026 Edition, 142 of the 216 answers collected in the one category where CodeSignal holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.
Fifty-four of the seventy-two answers did not name CodeSignal; it was the first choice in seven. The first choices in those fifty-four answers, fourteen products in all, the eight most named:
Forty-seven of the seventy-two answers did not name CodeSignal; it was the first choice in six. The first choices in those forty-seven answers, thirteen products in all, the eight most named:
Forty-one of the seventy-two answers did not name CodeSignal; it was the first choice in six. The first choices in those forty-one answers, nine products in all, the eight most named:
A category is asked six ways of each of twelve models on behalf of each buyer segment, so a segment is seventy-two answers. An answer belongs on this page when the judge labeled CodeSignal neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named CodeSignal only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from CodeSignal's side.
Every answer and every label is in the free record. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of CodeSignal was named by a model, not endorsed by anyone.